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abidlabs/lm-memorization-repro-results

Reproduction: "How much do language models memorize?" (arXiv:2505.24832) — small scale Reproduction of Morris et al. 2025 at 0.2M–6.9M parameter scale within a ~$7 compute budget. Section 3 (capacity on uniform random data) and a mini Section 4 (FineWeb unintended memorization + MIA). All raw JSONs in results/, figures in analysis/, live dashboards in abidlabs/lm-memorization-repro-trackio. What was run Sec 3: GPT-style transformers trained from scratch on… See the full description on the dataset page: https://huggingface.co/datasets/abidlabs/lm-memorization-repro-results.

sourceHugging Faceupdated 18d agoView on Hugging Face

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